Systems for introducing memristor random telegraph noise in Hopfield neural networks

    公开(公告)号:US11580411B2

    公开(公告)日:2023-02-14

    申请号:US16224145

    申请日:2018-12-18

    Abstract: Systems are provided for implementing a hardware accelerator. The hardware accelerator emulate a stochastic neural network, and includes a first memristor crossbar array, and a second memristor crossbar array. The first memristor crossbar array can be programmed to calculate node values of the neural network. The nodes values can be calculated in accordance with rules to reduce an energy function associated with the neural network. The second memristor crossbar array is coupled to the first memristor crossbar array and programmed to introduce noise signals into the neural network. The noise signals can be introduced such that the energy function associated with the neural network converges towards a global minimum and modifies the calculated node values.

    Apparatus for solving Ising problems

    公开(公告)号:US11086966B2

    公开(公告)日:2021-08-10

    申请号:US15757043

    申请日:2015-09-08

    Abstract: In example implementations, an apparatus includes a plurality of nodes, a pump coupled to the plurality of nodes and a connection network. In one example, each one of the plurality of nodes may store a value. The pump provides energy to the each one of the plurality of nodes. The connection network may include a two dimensional array of elements, wherein each group of the two dimensional array of elements is in communication with a respective one of the plurality of nodes, wherein the connection network may be tuned with parameters associated with encoding of an Ising problem. The connection network may process the value stored in each one of the plurality of nodes. The Ising problem may be solved by the value stored in each one of the plurality of nodes at a minimum energy level.

    OPTICAL SYSTEM HAVING A BIDIRECTIONAL INTERLEAVED OPTICAL LINK

    公开(公告)号:US20200350991A1

    公开(公告)日:2020-11-05

    申请号:US16399176

    申请日:2019-04-30

    Abstract: Examples herein relate to optical systems. In particular, implementations herein relate to an optical system including a bidirectional optical link such as an optical fiber. The optical system includes first and second optical modules coupled to opposing ends of the optical fiber. The first optical module is configured to transmit optical signals across the optical fiber in a first direction and the second optical module is configured to transmit optical signals across the optical fiber in a second direction opposite the first direction. Each of the first and second optical modules includes a multi-wavelength optical source configured to emit light. Respective channel spacing of the multi-wavelength optical sources of the first and second optical modules are offset from each other such that the respective wavelengths of the emitted light transmitted across the optical fiber from the first and second optical sources do not overlap.

    MULTI-LAYER GRATING COUPLER
    20.
    发明申请

    公开(公告)号:US20200341200A1

    公开(公告)日:2020-10-29

    申请号:US16397689

    申请日:2019-04-29

    Abstract: Examples herein relate to multi-layer grating couplers. In particular, implementations herein relate to multi-layer grating couplers that include a first grating layer, an angle correction layer disposed over the first grating layer, and an oxide layer disposed between the first grating layer and the angle correction layer. The multi-layer grating coupler further includes a waveguide layer disposed at a same elevation as or below the first grating layer. The first grating layer is configured to convert a propagation direction of light from an in-plane direction through the waveguide layer to a near-vertical or non-in-plane direction into the angle correction layer. The angle correction layer is configured to tilt an output coupling angle of the light from the first grating layer such that the light exits the multi-layer grating coupler into an optical fiber at a same angle as the optical fiber.

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